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20182022
most citedGazelle: A Low Latency Framework for Secure Neural Network Inference

175 citations · 380 across the 10 of their papers we have counts for

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Showing cs.CRShow all

7 papers · 1 filter

cs.CR202213 cited

A Low-Power BLS12-381 Pairing Crypto-Processor for Internet-of-Things Security Applications

Utsav Banerjee, Anantha P. Chandrakasan

We present the first BLS12-381 elliptic curve pairing crypto-processor for Internet-of-Things (IoT) security applications. Efficient finite field arithmetic and algorithm-architect…

cs.CR2021

Leaky Nets: Recovering Embedded Neural Network Models and Inputs through Simple Power and Timing Side-Channels -- Attacks and Defenses

Saurav Maji, Utsav Banerjee, Anantha P. Chandrakasan

With the recent advancements in machine learning theory, many commercial embedded micro-processors use neural network models for a variety of signal processing applications. Howeve…

cs.CR202023 cited

A Low-Power Dual-Factor Authentication Unit for Secure Implantable Devices

Saurav Maji, Utsav Banerjee, Samuel H Fuller +4

This paper presents a dual-factor authentication protocol and its low-power implementation for security of implantable medical devices (IMDs). The protocol incorporates traditional…

cs.CR20194 cited

Sapphire: A Configurable Crypto-Processor for Post-Quantum Lattice-based Protocols

Utsav Banerjee, Tenzin S. Ukyab, Anantha P. Chandrakasan

Public key cryptography protocols, such as RSA and elliptic curve cryptography, will be rendered insecure by Shor's algorithm when large-scale quantum computers are built. Cryptogr…

cs.CR201970 cited

An Energy-Efficient Reconfigurable DTLS Cryptographic Engine for Securing Internet-of-Things Applications

Utsav Banerjee, Andrew Wright, Chiraag Juvekar +3

This paper presents the first hardware implementation of the Datagram Transport Layer Security (DTLS) protocol to enable end-to-end security for the Internet of Things (IoT). A key…

cs.CR201954 cited

An Energy-Efficient Reconfigurable DTLS Cryptographic Engine for End-to-End Security in IoT Applications

Utsav Banerjee, Chiraag Juvekar, Andrew Wright +2

This paper presents a reconfigurable cryptographic engine that implements the DTLS protocol to enable end-to-end security for IoT. This implementation of the DTLS engine demonstrat…